Knowledge Agent

Overview

Autonomous RAG knowledge base agent with multi-source retrieval and document Q&A.

Capabilities

Storage Operations

• File upload to Supabase
• Google Drive integration
• Semantic search
• Hybrid search

RAG Pipeline

• Vector embeddings
• Chunk management
• Context building
• Source citation

Multi-Source

• Supabase storage
• Google Drive
• Web content
• Custom sources

Use Cases

• Internal knowledge base
• Document Q&A
• Tech radar
• Research summaries

Dependencies

• Supabase
• pgvector
• OpenAI embeddings
• Google Drive API